Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 165166 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 12 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 12.6 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 12 (< 0.1%) duplicate rows | Duplicates |
voltage is highly overall correlated with current and 2 other fields | High correlation |
current is highly overall correlated with voltage and 2 other fields | High correlation |
workstation_cpu is highly overall correlated with voltage and 3 other fields | High correlation |
workstation_gpu is highly overall correlated with workstation_cpu | High correlation |
workstation_ram is highly overall correlated with voltage and 2 other fields | High correlation |
Reproduction
| Analysis started | 2023-07-25 11:19:17.426693 |
|---|---|
| Analysis finished | 2023-07-25 11:19:22.933867 |
| Duration | 5.51 seconds |
| Software version | ydata-profiling vv4.3.2 |
| Download configuration | config.json |
voltage
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5855 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.7764128 × 10-14 |
| Minimum | -7.6853637 |
|---|---|
| Maximum | 1.9911935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 74802 |
| Negative (%) | 45.3% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -7.6853637 |
|---|---|
| 5-th percentile | -1.029994 |
| Q1 | -0.21202554 |
| median | 0.037515511 |
| Q3 | 0.42951689 |
| 95-th percentile | 1.8223073 |
| Maximum | 1.9911935 |
| Range | 9.6765572 |
| Interquartile range (IQR) | 0.64154242 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | -5.6293393 × 1013 |
| Kurtosis | 7.9926749 |
| Mean | -1.7764128 × 10-14 |
| Median Absolute Deviation (MAD) | 0.32315896 |
| Skewness | -2.0783572 |
| Sum | -2.9214746 × 10-9 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6338484122 | 4788 | 2.9% |
| 1.881730224 | 3215 | 1.9% |
| 0.2178878082 | 1739 | 1.1% |
| 0.6264205443 | 865 | 0.5% |
| 0.6189926763 | 741 | 0.4% |
| 0.6265508577 | 719 | 0.4% |
| -0.1980727958 | 691 | 0.4% |
| 0.6115648084 | 691 | 0.4% |
| 0.009907506169 | 683 | 0.4% |
| 0.6041369405 | 643 | 0.4% |
| Other values (5845) | 150391 |
| Value | Count | Frequency (%) |
| -7.685363668 | 3 | |
| -7.458476066 | 1 | < 0.1% |
| -7.420661466 | 1 | < 0.1% |
| -7.401754165 | 1 | < 0.1% |
| -7.373393215 | 3 | |
| -7.335578615 | 3 | |
| -7.327444079 | 1 | < 0.1% |
| -7.316671315 | 1 | < 0.1% |
| -7.307217665 | 1 | < 0.1% |
| -7.297764014 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.991193541 | 1 | < 0.1% |
| 1.985720375 | 1 | < 0.1% |
| 1.947408214 | 1 | < 0.1% |
| 1.941153168 | 1 | < 0.1% |
| 1.94011066 | 1 | < 0.1% |
| 1.9337253 | 3 | |
| 1.932813105 | 1 | < 0.1% |
| 1.926297432 | 1 | < 0.1% |
| 1.925515551 | 2 | < 0.1% |
| 1.918869564 | 7 |
current
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20278 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.204007 × 10-14 |
| Minimum | -3.2341542 |
|---|---|
| Maximum | 3.286062 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 68868 |
| Negative (%) | 41.7% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -3.2341542 |
|---|---|
| 5-th percentile | -2.7773237 |
| Q1 | -0.71393653 |
| median | 0.50469238 |
| Q3 | 0.60218319 |
| 95-th percentile | 1.0459057 |
| Maximum | 3.286062 |
| Range | 6.5202161 |
| Interquartile range (IQR) | 1.3161197 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | 8.3056248 × 1013 |
| Kurtosis | 1.5638647 |
| Mean | 1.204007 × 10-14 |
| Median Absolute Deviation (MAD) | 0.49066007 |
| Skewness | -1.2679018 |
| Sum | 1.9226017 × 10-9 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2.777323743 | 11336 | 6.9% |
| -0.7371605698 | 544 | 0.3% |
| -0.736418962 | 486 | 0.3% |
| -0.7379021777 | 477 | 0.3% |
| -0.7356773541 | 415 | 0.3% |
| -0.7365230473 | 410 | 0.2% |
| -0.7372516445 | 396 | 0.2% |
| -0.7379802417 | 396 | 0.2% |
| -0.7386437855 | 346 | 0.2% |
| -0.7357944501 | 340 | 0.2% |
| Other values (20268) | 150020 |
| Value | Count | Frequency (%) |
| -3.234154174 | 106 | 0.1% |
| -2.789931077 | 1 | < 0.1% |
| -2.787706253 | 1 | < 0.1% |
| -2.785481429 | 1 | < 0.1% |
| -2.783256606 | 1 | < 0.1% |
| -2.778806959 | 1 | < 0.1% |
| -2.777323743 | 11336 | |
| -2.487355077 | 1 | < 0.1% |
| -2.236691626 | 1 | < 0.1% |
| -2.138057783 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.286061973 | 1 | |
| 2.660886562 | 1 | |
| 2.587337279 | 1 | |
| 2.585880085 | 1 | |
| 2.462877269 | 1 | |
| 2.414659748 | 1 | |
| 2.222596328 | 1 | |
| 2.18952322 | 1 | |
| 2.170683779 | 1 | |
| 2.132861779 | 1 |
frequency
Real number (ℝ)
| Distinct | 3313 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3865277 × 10-16 |
| Minimum | -7.5178823 |
|---|---|
| Maximum | 3.6914658 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 77062 |
| Negative (%) | 46.7% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -7.5178823 |
|---|---|
| 5-th percentile | -1.7561691 |
| Q1 | -0.65344883 |
| median | 0.10791464 |
| Q3 | 0.76728806 |
| 95-th percentile | 1.4199554 |
| Maximum | 3.6914658 |
| Range | 11.209348 |
| Interquartile range (IQR) | 1.4207369 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | 2.952886 × 1015 |
| Kurtosis | 0.69872949 |
| Mean | 3.3865277 × 10-16 |
| Median Absolute Deviation (MAD) | 0.69922071 |
| Skewness | -0.67131828 |
| Sum | 6.6131864 × 10-11 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.579559666 | 3857 | 2.3% |
| 0.4423794155 | 2369 | 1.4% |
| 0.279925094 | 2365 | 1.4% |
| 0.5236065762 | 2348 | 1.4% |
| 0.3611522547 | 2309 | 1.4% |
| 0.1174707725 | 2287 | 1.4% |
| 0.1986979333 | 2255 | 1.4% |
| -0.1262107097 | 2253 | 1.4% |
| 0.6048337369 | 2251 | 1.4% |
| 0.6860608977 | 2212 | 1.3% |
| Other values (3303) | 140660 |
| Value | Count | Frequency (%) |
| -7.517882336 | 1 | |
| -7.517882336 | 2 | |
| -7.517882336 | 1 | |
| -7.467896391 | 1 | |
| -7.374238515 | 1 | |
| -7.355428015 | 1 | |
| -7.290446286 | 1 | |
| -7.274200854 | 1 | |
| -7.146558173 | 1 | |
| -7.030519372 | 1 |
| Value | Count | Frequency (%) |
| 3.691465845 | 2 | |
| 3.610238684 | 1 | |
| 3.557264449 | 1 | |
| 3.529011523 | 1 | |
| 3.492573171 | 1 | |
| 3.045676352 | 1 | |
| 2.78718471 | 1 | |
| 2.739037568 | 1 | |
| 2.53718514 | 1 | |
| 2.473058434 | 1 |
energy
Real number (ℝ)
| Distinct | 56169 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.0858061 × 10-15 |
| Minimum | -1.6889616 |
|---|---|
| Maximum | 3.7069541 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 77880 |
| Negative (%) | 47.2% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -1.6889616 |
|---|---|
| 5-th percentile | -1.5169929 |
| Q1 | -0.82050954 |
| median | 0.016253571 |
| Q3 | 0.66088679 |
| 95-th percentile | 1.6206964 |
| Maximum | 3.7069541 |
| Range | 5.3959157 |
| Interquartile range (IQR) | 1.4813963 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | -1.1006211 × 1014 |
| Kurtosis | 0.31323276 |
| Mean | -9.0858061 × 10-15 |
| Median Absolute Deviation (MAD) | 0.74631235 |
| Skewness | 0.46603792 |
| Sum | -1.511792 × 10-9 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02561054666 | 136 | 0.1% |
| 0.01413265698 | 136 | 0.1% |
| 0.01625357138 | 136 | 0.1% |
| 0.01762592775 | 136 | 0.1% |
| 0.01800020676 | 136 | 0.1% |
| 0.01587929237 | 136 | 0.1% |
| 0.02324011292 | 136 | 0.1% |
| 0.01837448577 | 136 | 0.1% |
| 0.01550501336 | 136 | 0.1% |
| 0.01525549401 | 136 | 0.1% |
| Other values (56159) | 163806 |
| Value | Count | Frequency (%) |
| -1.688961603 | 2 | < 0.1% |
| -1.688712084 | 6 | |
| -1.6886099 | 1 | < 0.1% |
| -1.688587324 | 5 | |
| -1.68850729 | 1 | < 0.1% |
| -1.688462565 | 5 | |
| -1.688403854 | 1 | < 0.1% |
| -1.688337805 | 6 | |
| -1.688256269 | 1 | < 0.1% |
| -1.688213045 | 5 |
| Value | Count | Frequency (%) |
| 3.706954094 | 1 | |
| 3.706935727 | 1 | |
| 3.706912231 | 1 | |
| 3.706888734 | 1 | |
| 3.706866901 | 1 | |
| 3.706844029 | 1 | |
| 3.706821156 | 1 | |
| 3.706799323 | 1 | |
| 3.706776035 | 1 | |
| 3.706753578 | 1 |
power_factor
Real number (ℝ)
| Distinct | 7013 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.5616147 × 10-15 |
| Minimum | -5.6805812 |
|---|---|
| Maximum | 0.74723965 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20367 |
| Negative (%) | 12.3% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -5.6805812 |
|---|---|
| 5-th percentile | -3.5604285 |
| Q1 | 0.021613243 |
| median | 0.25442823 |
| Q3 | 0.34884799 |
| 95-th percentile | 0.67751333 |
| Maximum | 0.74723965 |
| Range | 6.4278208 |
| Interquartile range (IQR) | 0.32723474 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | -1.7980444 × 1014 |
| Kurtosis | 8.7496339 |
| Mean | -5.5616147 × 10-15 |
| Median Absolute Deviation (MAD) | 0.2213909 |
| Skewness | -3.1657734 |
| Sum | -9.41626 × 10-10 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.562792095 | 2836 | 1.7% |
| -3.562792095 | 2274 | 1.4% |
| 0.2757006642 | 1297 | 0.8% |
| 0.01097702567 | 1211 | 0.7% |
| 0.2709734564 | 1016 | 0.6% |
| 0.2697916544 | 1012 | 0.6% |
| 0.2733370603 | 1004 | 0.6% |
| 0.2721552584 | 969 | 0.6% |
| 0.2686098525 | 968 | 0.6% |
| 0.2662462486 | 900 | 0.5% |
| Other values (7003) | 151679 |
| Value | Count | Frequency (%) |
| -5.680581203 | 106 | |
| -4.48932483 | 1 | < 0.1% |
| -3.699881122 | 1 | < 0.1% |
| -3.686881301 | 1 | < 0.1% |
| -3.664427063 | 1 | < 0.1% |
| -3.597624153 | 2 | < 0.1% |
| -3.595302015 | 1 | < 0.1% |
| -3.594700748 | 2 | < 0.1% |
| -3.594140947 | 2 | < 0.1% |
| -3.593518946 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.7472396454 | 1 | < 0.1% |
| 0.7459334433 | 3 | < 0.1% |
| 0.7448760415 | 3 | < 0.1% |
| 0.7447723747 | 5 | < 0.1% |
| 0.7436942396 | 3 | < 0.1% |
| 0.7436113061 | 6 | < 0.1% |
| 0.7425124376 | 15 | |
| 0.7424502375 | 11 | |
| 0.7413306356 | 21 | |
| 0.7412891689 | 13 |
esp32_temperature
Real number (ℝ)
| Distinct | 14063 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.8380648 × 10-14 |
| Minimum | -2.0455106 |
|---|---|
| Maximum | 1.9767819 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 53806 |
| Negative (%) | 32.6% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -2.0455106 |
|---|---|
| 5-th percentile | -2.0455106 |
| Q1 | -0.043916063 |
| median | 0.43113673 |
| Q3 | 0.50889811 |
| 95-th percentile | 0.59189764 |
| Maximum | 1.9767819 |
| Range | 4.0222925 |
| Interquartile range (IQR) | 0.55281417 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | -2.6054876 × 1013 |
| Kurtosis | 0.54051986 |
| Mean | -3.8380648 × 10-14 |
| Median Absolute Deviation (MAD) | 0.11858139 |
| Skewness | -1.0841636 |
| Sum | -6.4287002 × 10-9 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2.045510618 | 27910 | 16.9% |
| 1.976781881 | 659 | 0.4% |
| 0.5096522886 | 475 | 0.3% |
| 0.5126286073 | 451 | 0.3% |
| 0.5133693201 | 416 | 0.3% |
| 0.5141100329 | 415 | 0.3% |
| 0.5111337142 | 399 | 0.2% |
| 0.511874427 | 388 | 0.2% |
| 0.5118878945 | 371 | 0.2% |
| 0.5096388211 | 350 | 0.2% |
| Other values (14053) | 133332 |
| Value | Count | Frequency (%) |
| -2.045510618 | 27910 | |
| -0.3723287993 | 1 | < 0.1% |
| -0.3327805907 | 1 | < 0.1% |
| -0.3326745046 | 1 | < 0.1% |
| -0.3320264104 | 1 | < 0.1% |
| -0.3312722301 | 1 | < 0.1% |
| -0.3312058377 | 1 | < 0.1% |
| -0.3305180498 | 3 | < 0.1% |
| -0.3304911148 | 1 | < 0.1% |
| -0.3304648886 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.976781881 | 659 | |
| 1.976781881 | 2 | < 0.1% |
| 1.970166264 | 1 | < 0.1% |
| 1.96491058 | 1 | < 0.1% |
| 1.953805169 | 1 | < 0.1% |
| 1.952636862 | 1 | < 0.1% |
| 1.952054657 | 1 | < 0.1% |
| 1.951926654 | 1 | < 0.1% |
| 1.951642537 | 1 | < 0.1% |
| 1.950944292 | 1 | < 0.1% |
workstation_cpu
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 33858 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.0232332 × 10-13 |
| Minimum | -0.65920355 |
|---|---|
| Maximum | 14.281485 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 110850 |
| Negative (%) | 67.1% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -0.65920355 |
|---|---|
| 5-th percentile | -0.65920355 |
| Q1 | -0.65920355 |
| median | -0.65920355 |
| Q3 | 0.79191514 |
| 95-th percentile | 2.1129301 |
| Maximum | 14.281485 |
| Range | 14.940689 |
| Interquartile range (IQR) | 1.4511187 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | -3.3077271 × 1012 |
| Kurtosis | 2.5360367 |
| Mean | -3.0232332 × 10-13 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5655673 |
| Sum | -5.0274377 × 10-8 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.659203547 | 92498 | |
| -0.4756140431 | 82 | < 0.1% |
| -0.5564808484 | 63 | < 0.1% |
| -0.4652324938 | 62 | < 0.1% |
| -0.5537488617 | 62 | < 0.1% |
| -0.5542952591 | 61 | < 0.1% |
| -0.4570365338 | 60 | < 0.1% |
| -0.4679644804 | 59 | < 0.1% |
| -0.4685108778 | 59 | < 0.1% |
| -0.4564901364 | 58 | < 0.1% |
| Other values (33848) | 72102 |
| Value | Count | Frequency (%) |
| -0.659203547 | 92498 | |
| -0.6286052964 | 1 | < 0.1% |
| -0.6111205817 | 1 | < 0.1% |
| -0.606749403 | 1 | < 0.1% |
| -0.6031067541 | 1 | < 0.1% |
| -0.6023782244 | 2 | < 0.1% |
| -0.6020868125 | 1 | < 0.1% |
| -0.5999194364 | 1 | < 0.1% |
| -0.5998069428 | 1 | < 0.1% |
| -0.5980070457 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.28148513 | 1 | |
| 9.641133883 | 1 | |
| 7.890931201 | 1 | |
| 7.425400673 | 1 | |
| 7.283774484 | 1 | |
| 7.153294801 | 1 | |
| 7.072209437 | 1 | |
| 7.069753525 | 1 | |
| 6.677559105 | 1 | |
| 6.484504465 | 1 |
workstation_gpu
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1201 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3358141 × 10-14 |
| Minimum | -0.190153 |
|---|---|
| Maximum | 36.982539 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 151783 |
| Negative (%) | 91.9% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -0.190153 |
|---|---|
| 5-th percentile | -0.190153 |
| Q1 | -0.190153 |
| median | -0.190153 |
| Q3 | -0.190153 |
| 95-th percentile | 1.242025 |
| Maximum | 36.982539 |
| Range | 37.172692 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | 1.1996465 × 1013 |
| Kurtosis | 189.20629 |
| Mean | 8.3358141 × 10-14 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.23747 |
| Sum | 1.376228 × 10-8 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1901530003 | 142018 | |
| -0.08602781259 | 4013 | 2.4% |
| -0.08785457027 | 2189 | 1.3% |
| 0.01809737508 | 1255 | 0.8% |
| 0.01444385972 | 722 | 0.4% |
| -0.1859879928 | 511 | 0.3% |
| -0.1860610631 | 424 | 0.3% |
| 1.267599627 | 346 | 0.2% |
| 1.684100378 | 337 | 0.2% |
| -0.141561246 | 298 | 0.2% |
| Other values (1191) | 13053 | 7.9% |
| Value | Count | Frequency (%) |
| -0.1901530003 | 142018 | |
| -0.189130016 | 29 | < 0.1% |
| -0.1891117484 | 39 | < 0.1% |
| -0.1882093301 | 11 | < 0.1% |
| -0.1881070317 | 27 | < 0.1% |
| -0.1880704965 | 27 | < 0.1% |
| -0.1877234125 | 1 | < 0.1% |
| -0.1876177783 | 2 | < 0.1% |
| -0.1873763286 | 1 | < 0.1% |
| -0.1870840474 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.982539 | 1 | |
| 32.14545073 | 1 | |
| 32.01664337 | 1 | |
| 30.55517514 | 1 | |
| 30.27390191 | 1 | |
| 29.69377586 | 1 | |
| 26.97263762 | 1 | |
| 26.63249534 | 1 | |
| 26.61203566 | 1 | |
| 26.29235306 | 1 |
workstation_ram
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 41043 |
|---|---|
| Distinct (%) | 24.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5654135 × 10-14 |
| Minimum | -0.87137353 |
|---|---|
| Maximum | 2.0369436 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 92517 |
| Negative (%) | 56.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | -0.87137353 |
|---|---|
| 5-th percentile | -0.87137353 |
| Q1 | -0.87137353 |
| median | -0.87137353 |
| Q3 | 1.1029211 |
| 95-th percentile | 1.464132 |
| Maximum | 2.0369436 |
| Range | 2.9083172 |
| Interquartile range (IQR) | 1.9742947 |
Descriptive statistics
| Standard deviation | 1.000003 |
|---|---|
| Coefficient of variation (CV) | 1.3218088 × 1013 |
| Kurtosis | -1.7662416 |
| Mean | 7.5654135 × 10-14 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.33886863 |
| Sum | 1.2564411 × 10-8 |
| Variance | 1.0000061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.8713735334 | 92498 | |
| 0.664446415 | 240 | 0.1% |
| 0.6220789681 | 236 | 0.1% |
| 0.5797115213 | 209 | 0.1% |
| 0.5055684893 | 192 | 0.1% |
| 0.627374899 | 191 | 0.1% |
| 0.5691196596 | 191 | 0.1% |
| 0.5214562819 | 187 | 0.1% |
| 0.6485586224 | 180 | 0.1% |
| 0.6061911756 | 170 | 0.1% |
| Other values (41033) | 70872 |
| Value | Count | Frequency (%) |
| -0.8713735334 | 92498 | |
| -0.4282806517 | 1 | < 0.1% |
| -0.3617725867 | 1 | < 0.1% |
| -0.3402975871 | 1 | < 0.1% |
| -0.3398739126 | 1 | < 0.1% |
| -0.3394502382 | 1 | < 0.1% |
| -0.3159293759 | 1 | < 0.1% |
| -0.31565147 | 1 | < 0.1% |
| -0.3018015738 | 1 | < 0.1% |
| -0.2879605504 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.036943639 | 1 | < 0.1% |
| 2.004411492 | 1 | < 0.1% |
| 1.996512392 | 1 | < 0.1% |
| 1.977931838 | 1 | < 0.1% |
| 1.967059584 | 1 | < 0.1% |
| 1.962422326 | 1 | < 0.1% |
| 1.953494568 | 1 | < 0.1% |
| 1.947176615 | 1 | < 0.1% |
| 1.946439963 | 1 | < 0.1% |
| 1.946061682 | 3 |
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | |
|---|---|---|---|---|---|---|---|---|---|
| voltage | 1.000 | -0.925 | 0.132 | -0.145 | -0.145 | 0.282 | -0.690 | -0.326 | -0.640 |
| current | -0.925 | 1.000 | -0.003 | 0.051 | 0.012 | -0.339 | 0.651 | 0.260 | 0.666 |
| frequency | 0.132 | -0.003 | 1.000 | -0.004 | 0.018 | 0.033 | 0.007 | 0.000 | 0.015 |
| energy | -0.145 | 0.051 | -0.004 | 1.000 | 0.470 | 0.223 | 0.428 | 0.175 | 0.354 |
| power_factor | -0.145 | 0.012 | 0.018 | 0.470 | 1.000 | 0.217 | 0.410 | 0.292 | 0.215 |
| esp32_temperature | 0.282 | -0.339 | 0.033 | 0.223 | 0.217 | 1.000 | 0.005 | 0.134 | -0.051 |
| workstation_cpu | -0.690 | 0.651 | 0.007 | 0.428 | 0.410 | 0.005 | 1.000 | 0.546 | 0.877 |
| workstation_gpu | -0.326 | 0.260 | 0.000 | 0.175 | 0.292 | 0.134 | 0.546 | 1.000 | 0.360 |
| workstation_ram | -0.640 | 0.666 | 0.015 | 0.354 | 0.215 | -0.051 | 0.877 | 0.360 | 1.000 |
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | |
|---|---|---|---|---|---|---|---|---|---|
| fecha_servidor | |||||||||
| 2021-05-05 22:05:00 | -0.212173 | 0.732317 | 0.885687 | -1.688962 | 0.122026 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:06:00 | -0.125732 | 0.615500 | 1.184019 | -1.688962 | 0.048384 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:14:00 | -0.253534 | 0.965917 | 1.579560 | -1.688712 | 0.249228 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:15:00 | -0.052487 | 0.649735 | 1.397611 | -1.688712 | 0.072525 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:16:00 | -0.054377 | 0.597181 | 0.049535 | -1.688712 | 0.030230 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:17:00 | -0.009350 | 0.597376 | 0.652968 | -1.688712 | 0.031199 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:18:00 | -0.040682 | 0.595963 | -0.059619 | -1.688712 | 0.028268 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:19:00 | 0.011851 | 0.581176 | 0.899377 | -1.688712 | 0.015925 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:20:00 | 0.091119 | 0.574348 | 0.496531 | -1.688610 | 0.009086 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| 2021-05-05 22:21:00 | -0.006657 | 0.577789 | -0.513657 | -1.688587 | 0.013320 | -2.045511 | -0.659204 | -0.190153 | -0.871374 |
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | |
|---|---|---|---|---|---|---|---|---|---|
| fecha_servidor | |||||||||
| 2021-12-04 08:09:00 | -3.525758 | 0.559117 | -2.593234 | 1.248496 | 0.550269 | 1.776291 | 2.272008 | -0.190153 | 1.077131 |
| 2021-12-04 08:10:00 | -3.550022 | 0.621633 | -0.088305 | 1.226981 | 0.559176 | 1.843055 | 2.544943 | -0.190153 | 1.073614 |
| 2021-12-04 08:11:00 | -3.536157 | 0.566779 | 0.518191 | 1.227003 | 0.549800 | 1.774271 | 2.310229 | -0.190153 | 1.077551 |
| 2021-12-04 08:12:00 | -3.536157 | 0.590070 | -2.173135 | 1.227024 | 0.560279 | 1.742498 | 2.465235 | -0.190153 | 1.079586 |
| 2021-12-04 08:13:00 | -3.525758 | 0.566225 | -1.187579 | 1.227046 | 0.555867 | 1.801156 | 2.228965 | -0.190153 | 1.080230 |
| 2021-12-04 08:14:00 | -3.567354 | 0.563180 | -0.012493 | 1.227068 | 0.550903 | 1.785793 | 2.300871 | -0.190153 | 1.079780 |
| 2021-12-04 08:15:00 | -3.498027 | 0.542415 | -2.059417 | 1.227089 | 0.548697 | 1.798014 | 2.291692 | -0.190153 | 1.081638 |
| 2021-12-04 08:16:00 | -3.592172 | 0.521173 | 1.426661 | 1.205211 | 0.550991 | 1.764119 | 2.120069 | -0.190153 | 1.070529 |
| 2021-12-04 08:17:00 | -3.525758 | 0.525110 | -0.694801 | 1.227133 | 0.549248 | 1.829089 | 2.131586 | -0.190153 | 1.075331 |
| 2021-12-04 08:18:00 | -3.541756 | 0.533579 | -3.144112 | 1.227146 | 0.550606 | 1.976782 | 2.005904 | -0.190153 | 1.075635 |
Most frequently occurring
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.198073 | 0.586609 | 1.579560 | -1.481861 | 0.010977 | -2.045511 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 1 | 1.866874 | -2.777324 | 0.523607 | 0.015879 | -3.562792 | 0.551913 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 2 | 1.874302 | -2.777324 | 0.442379 | 0.020620 | -3.562792 | 0.545974 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 3 | 1.874302 | -2.777324 | 0.848515 | 0.018749 | -3.562792 | 0.526702 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 4 | 1.881730 | -2.777324 | 0.198698 | 0.015879 | -3.562792 | 0.556411 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 5 | 1.881730 | -2.777324 | 0.929742 | 0.021743 | -3.562792 | 0.518554 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 6 | 1.881730 | -2.777324 | 0.941143 | 0.021868 | -3.562792 | 0.516956 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 7 | 1.881730 | -2.777324 | 1.010970 | 0.016004 | -3.562792 | 0.553408 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 8 | 1.881730 | -2.777324 | 1.173424 | 0.020495 | -3.562792 | 0.550418 | -0.659204 | -0.190153 | -0.871374 | 2 |
| 9 | 1.881730 | -2.777324 | 1.419955 | 0.013010 | -3.562792 | 0.519139 | -0.659204 | -0.190153 | -0.871374 | 2 |